Omran Ayoub
Scuola universitaria professionale della Svizzera italiana
H-index: 14
Europe-Switzerland
Top articles of Omran Ayoub
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Designing for Complementarity: A Conceptual Framework to Go Beyond the Current Paradigm of Using XAI in Healthcare | arXiv preprint arXiv:2404.04638 | Elisa Rubegni Omran Ayoub Stefania Maria Rita Rizzo Marco Barbero Guenda Bernegger | 2024/4/6 |
Knowledge Distillation-Based Model Extraction Attack using Private Counterfactual Explanations | arXiv preprint arXiv:2404.03348 | Fatima Ezzeddine Omran Ayoub Silvia Giordano | 2024/4/4 |
Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability | arXiv preprint arXiv:2404.06144 | Fatima Ezzeddine Mirna Saad Omran Ayoub Davide Andreoletti Martin Gjoreski | 2024/4/9 |
Liquid Neural Network-based Adaptive Learning vs. Incremental Learning for Link Load Prediction amid Concept Drift due to Network Failures | arXiv preprint arXiv:2404.05304 | Omran Ayoub Davide Andreoletti Aleksandra Knapińska Róża Goścień Piotr Lechowicz | 2024/4/8 |
Machine-Learning-Assisted Failure Prediction in Microwave Networks based on Equipment Alarms | Francesco Lateano Omran Ayoub Francesco Musumeci Massimo Tornatore | 2023/4/17 | |
SAC-FACT: Soft Actor-Critic Reinforcement Learning for Counterfactual Explanations | Fatima Ezzeddine Omran Ayoub Davide Andreoletti Silvia Giordano | 2023/7 | |
ML-based Network Pruning for Routing Data Overhead Reduction in Wireless Sensor Networks | Davide Andreoletti Cristina Rottondi Fatima Ezzeddine Omran Ayoub Silvia Giordano | 2023/1/30 | |
Using SHAP Values to Validate Model’s Uncertain Decision for ML-based Lightpath Quality-of-Transmission Estimation | Hadi Houssiany Omran Ayoub Cristina Rottondi Andrea Bianco | 2023/7/2 | |
Chatgpt or human? detect and explain. explaining decisions of machine learning model for detecting short chatgpt-generated text | arXiv preprint arXiv:2301.13852 | Sandra Mitrović Davide Andreoletti Omran Ayoub | 2023/1/30 |
Routing, channel, key-rate and time-slot assignment for QKD in optical networks | IEEE Transactions on Network and Service Management | Qiaolun Zhang Omran Ayoub Alberto Gatto Jun Wu Francesco Musumeci | 2023/6/29 |
Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls | EPJ Data Science | Fatima Ezzeddine Omran Ayoub Silvia Giordano Gianluca Nogara Ihab Sbeity | 2023/12/1 |
Minimizing equipment and energy cost in mixed 10G and 100G/200G filterless horseshoe networks with hierarchical OTN boards | Annals of Telecommunications | Memedhe Ibrahimi Omran Ayoub Aryanaz Attarpour Francesco Musumeci Andrea Castoldi | 2023/6 |
Vertical Split Learning-based Identification and Explainable Deep Learning-based Localization of Failures in Multi-Domain NFV Systems | Fatima Ezzeddine Omran Ayoub Davide Andreoletti Massimo Tornatore Silvia Giordano | 2023/11 | |
Protection of Inter-ONU Connectivity in Advanced PON with Minimum Trenching Cost | Oleg Karandin Omran Ayoub Domenico Napoletano Francesco Musumeci Massimo Tornatore | 2023/5/8 | |
IC-QKD: An Information-Centric Quantum Key Distribution Network | IEEE Communications Magazine | Qiaolun Zhang Omran Ayoub Jun Wu Xi Lin Massimo Tornatore | 2023/9/25 |
Availability Evaluation of Service Function Chains Under Different Protection Schemes | Jean-Pierre H Asdikian Leila Askari Omran Ayoub Francesco Musumeci Stefano Bregni | 2022/9/5 | |
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation | Journal of Optical Communications and Networking | Omran Ayoub Sebastian Troia Davide Andreoletti Andrea Bianco Massimo Tornatore | 2022/11/23 |
On deep reinforcement learning for static routing and wavelength assignment | IEEE Journal of Selected Topics in Quantum Electronics | Nicola Di Cicco Emre Furkan Mercan Oleg Karandin Omran Ayoub Sebastian Troia | 2022/2/14 |
The disinformation dozen: An exploratory analysis of covid-19 disinformation proliferation on twitter | Gianluca Nogara Padinjaredath Suresh Vishnuprasad Felipe Cardoso Omran Ayoub Silvia Giordano | 2022/6/26 | |
Characterizing and Detecting State-Sponsored Troll Activity on Social Media | Fatima Ezzeddine Luca Luceri Omran Ayoub Ihab Sbeity Gianluca Nogara | 2022/11/8 |
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